Initial Data Gathering

Data Source: API Call

import requests
import json

# API endpoint and parameters
url = "https://electricar.p.rapidapi.com/electricars"
querystring = {"page": "1", "page_size": "100"}
headers = {
    "X-RapidAPI-Key": "14d8d40c8amsh63b4f7a4468db90p1c3237jsn9e3b7c33366d",
    "X-RapidAPI-Host": "electricar.p.rapidapi.com"
}

# Make the API request
response = requests.get(url, headers=headers, params=querystring)

# Extract data from the response
data = response.json()

# Convert the data to a pretty-printed JSON string
json_string = json.dumps(data, indent=4)

print(json_string)

# File path for saving the data
file_path = "output.json"

# Write the pretty-printed JSON to the file
with open(file_path, "w") as file:
    file.write(json_string)

# Print a confirmation message
print(f"JSON data saved to {file_path}")

[
    {
        "_id": "64b8150c3f35c83376286f21",
        "VIN (1-10)": "1N4AZ0CP5D",
        "County": "Kitsap",
        "City": "Bremerton",
        "State": "WA",
        "Postal Code": 98310,
        "Model Year": 2013,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 75,
        "Base MSRP": 0,
        "Legislative District": 23,
        "DOL Vehicle ID": 214384901,
        "Vehicle Location": "POINT (-122.61136499999998 47.575195000000065)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035080400
    },
    {
        "_id": "64b8150c3f35c83376286f22",
        "VIN (1-10)": "1N4AZ1CP8K",
        "County": "Kitsap",
        "City": "Port Orchard",
        "State": "WA",
        "Postal Code": 98366,
        "Model Year": 2019,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 150,
        "Base MSRP": 0,
        "Legislative District": 26,
        "DOL Vehicle ID": 271008636,
        "Vehicle Location": "POINT (-122.63926499999997 47.53730000000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035092300
    },
    {
        "_id": "64b8150c3f35c83376286f23",
        "VIN (1-10)": "5YJXCAE28L",
        "County": "King",
        "City": "Seattle",
        "State": "WA",
        "Postal Code": 98199,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 293,
        "Base MSRP": 0,
        "Legislative District": 36,
        "DOL Vehicle ID": 8781552,
        "Vehicle Location": "POINT (-122.394185 47.63919500000003)",
        "Electric Utility": "CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA)",
        "2020 Census Tract": 53033005600
    },
    {
        "_id": "64b8150c3f35c83376286f24",
        "VIN (1-10)": "SADHC2S1XK",
        "County": "Thurston",
        "City": "Olympia",
        "State": "WA",
        "Postal Code": 98503,
        "Model Year": 2019,
        "Make": "JAGUAR",
        "Model": "I-PACE",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 234,
        "Base MSRP": 0,
        "Legislative District": 2,
        "DOL Vehicle ID": 8308492,
        "Vehicle Location": "POINT (-122.8285 47.03646)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067011628
    },
    {
        "_id": "64b8150c3f35c83376286f25",
        "VIN (1-10)": "JN1AZ0CP9B",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98204,
        "Model Year": 2011,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 73,
        "Base MSRP": 0,
        "Legislative District": 21,
        "DOL Vehicle ID": 245524527,
        "Vehicle Location": "POINT (-122.24128499999995 47.91088000000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041901
    },
    {
        "_id": "64b8150c3f35c83376286f26",
        "VIN (1-10)": "1G1RB6S58J",
        "County": "Yakima",
        "City": "Selah",
        "State": "WA",
        "Postal Code": 98942,
        "Model Year": 2018,
        "Make": "CHEVROLET",
        "Model": "VOLT",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 53,
        "Base MSRP": 0,
        "Legislative District": 13,
        "DOL Vehicle ID": 474699725,
        "Vehicle Location": "POINT (-120.54187999999999 46.654175000000066)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53077003004
    },
    {
        "_id": "64b8150c3f35c83376286f27",
        "VIN (1-10)": "5YJ3E1EB7K",
        "County": "Spokane",
        "City": "Spokane",
        "State": "WA",
        "Postal Code": 99203,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 220,
        "Base MSRP": 0,
        "Legislative District": 6,
        "DOL Vehicle ID": 241573384,
        "Vehicle Location": "POINT (-117.42526499999997 47.635365000000036)",
        "Electric Utility": "MODERN ELECTRIC WATER COMPANY",
        "2020 Census Tract": 53063004200
    },
    {
        "_id": "64b8150c3f35c83376286f28",
        "VIN (1-10)": "3FA6P0SU5E",
        "County": "Thurston",
        "City": "Tumwater",
        "State": "WA",
        "Postal Code": 98501,
        "Model Year": 2014,
        "Make": "FORD",
        "Model": "FUSION",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
        "Electric Range": 19,
        "Base MSRP": 0,
        "Legislative District": 35,
        "DOL Vehicle ID": 143101213,
        "Vehicle Location": "POINT (-122.89692 47.043535)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067011720
    },
    {
        "_id": "64b8150c3f35c83376286f29",
        "VIN (1-10)": "5YJ3E1EB3K",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98203,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 220,
        "Base MSRP": 0,
        "Legislative District": 38,
        "DOL Vehicle ID": 209716587,
        "Vehicle Location": "POINT (-122.21310499999998 47.95479000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041601
    },
    {
        "_id": "64b8150c3f35c83376286f2a",
        "VIN (1-10)": "1C4JJXP6XN",
        "County": "Kitsap",
        "City": "Port Orchard",
        "State": "WA",
        "Postal Code": 98366,
        "Model Year": 2022,
        "Make": "JEEP",
        "Model": "WRANGLER",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
        "Electric Range": 21,
        "Base MSRP": 0,
        "Legislative District": 26,
        "DOL Vehicle ID": 205776434,
        "Vehicle Location": "POINT (-122.63926499999997 47.53730000000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035092200
    },
    {
        "_id": "64b8150c3f35c83376286f2b",
        "VIN (1-10)": "5YJSA1E29L",
        "County": "Grant",
        "City": "Quincy",
        "State": "WA",
        "Postal Code": 98848,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 330,
        "Base MSRP": 0,
        "Legislative District": 13,
        "DOL Vehicle ID": 234919562,
        "Vehicle Location": "POINT (-119.84938729999999 47.233993300000066)",
        "Electric Utility": "PUD NO 2 OF GRANT COUNTY",
        "2020 Census Tract": 53025010600
    },
    {
        "_id": "64b8150c3f35c83376286f2c",
        "VIN (1-10)": "5YJYGDEE3L",
        "County": "Snohomish",
        "City": "Bothell",
        "State": "WA",
        "Postal Code": 98021,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL Y",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 291,
        "Base MSRP": 0,
        "Legislative District": 1,
        "DOL Vehicle ID": 124338350,
        "Vehicle Location": "POINT (-122.17945799999995 47.80258900000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051937
    },
    {
        "_id": "64b8150c3f35c83376286f2d",
        "VIN (1-10)": "JHMZC5F1XJ",
        "County": "Snohomish",
        "City": "Bothell",
        "State": "WA",
        "Postal Code": 98012,
        "Model Year": 2018,
        "Make": "HONDA",
        "Model": "CLARITY",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 47,
        "Base MSRP": 0,
        "Legislative District": 21,
        "DOL Vehicle ID": 167134544,
        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051922
    },
    {
        "_id": "64b8150c3f35c83376286f2e",
        "VIN (1-10)": "1N4AZ0CP1D",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98203,
        "Model Year": 2013,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 75,
        "Base MSRP": 0,
        "Legislative District": 38,
        "DOL Vehicle ID": 178419972,
        "Vehicle Location": "POINT (-122.21310499999998 47.95479000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061040900
    },
    {
        "_id": "64b8150c3f35c83376286f2f",
        "VIN (1-10)": "1N4AZ1BP4L",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98203,
        "Model Year": 2020,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 149,
        "Base MSRP": 0,
        "Legislative District": 38,
        "DOL Vehicle ID": 123583981,
        "Vehicle Location": "POINT (-122.21310499999998 47.95479000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041202
    },
    {
        "_id": "64b8150c3f35c83376286f30",
        "VIN (1-10)": "KMHC75LH5K",
        "County": "Thurston",
        "City": "Olympia",
        "State": "WA",
        "Postal Code": 98501,
        "Model Year": 2019,
        "Make": "HYUNDAI",
        "Model": "IONIQ",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
        "Electric Range": 29,
        "Base MSRP": 0,
        "Legislative District": 22,
        "DOL Vehicle ID": 179814883,
        "Vehicle Location": "POINT (-122.89692 47.043535)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067010400
    },
    {
        "_id": "64b8150c3f35c83376286f31",
        "VIN (1-10)": "5YJ3E1EBXJ",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98208,
        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 215,
        "Base MSRP": 0,
        "Legislative District": 44,
        "DOL Vehicle ID": 192335944,
        "Vehicle Location": "POINT (-122.22477569999995 47.91564090000003)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041606
    },
    {
        "_id": "64b8150c3f35c83376286f32",
        "VIN (1-10)": "5YJ3E1EA5K",
        "County": "Snohomish",
        "City": "Monroe",
        "State": "WA",
        "Postal Code": 98272,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 220,
        "Base MSRP": 0,
        "Legislative District": 39,
        "DOL Vehicle ID": 476385325,
        "Vehicle Location": "POINT (-121.97221499999995 47.85674000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061053802
    },
    {
        "_id": "64b8150c3f35c83376286f33",
        "VIN (1-10)": "WA1F2AFY8N",
        "County": "Yakima",
        "City": "Yakima",
        "State": "WA",
        "Postal Code": 98908,
        "Model Year": 2022,
        "Make": "AUDI",
        "Model": "Q5",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
        "Electric Range": 23,
        "Base MSRP": 0,
        "Legislative District": 14,
        "DOL Vehicle ID": 202295537,
        "Vehicle Location": "POINT (-120.60272019999996 46.59656250000006)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53077002801
    },
    {
        "_id": "64b8150c3f35c83376286f34",
        "VIN (1-10)": "5YJ3E1EB0J",
        "County": "Snohomish",
        "City": "Snohomish",
        "State": "WA",
        "Postal Code": 98290,
        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 215,
        "Base MSRP": 0,
        "Legislative District": 44,
        "DOL Vehicle ID": 301171153,
        "Vehicle Location": "POINT (-122.09150499999998 47.91555500000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052401
    },
    {
        "_id": "64b8150c3f35c83376286f35",
        "VIN (1-10)": "1N4BZ0CP1H",
        "County": "King",
        "City": "Seattle",
        "State": "WA",
        "Postal Code": 98117,
        "Model Year": 2017,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 107,
        "Base MSRP": 0,
        "Legislative District": 36,
        "DOL Vehicle ID": 199305298,
        "Vehicle Location": "POINT (-122.37275999999997 47.689685000000054)",
        "Electric Utility": "CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA)",
        "2020 Census Tract": 53033001600
    },
    {
        "_id": "64b8150c3f35c83376286f36",
        "VIN (1-10)": "5YJ3E1EB6K",
        "County": "Kitsap",
        "City": "Indianola",
        "State": "WA",
        "Postal Code": 98342,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 220,
        "Base MSRP": 0,
        "Legislative District": 23,
        "DOL Vehicle ID": 118213070,
        "Vehicle Location": "POINT (-122.52385499999997 47.752350000000035)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035940000
    },
    {
        "_id": "64b8150c3f35c83376286f37",
        "VIN (1-10)": "KNDCE3LG2K",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98204,
        "Model Year": 2019,
        "Make": "KIA",
        "Model": "NIRO",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 239,
        "Base MSRP": 0,
        "Legislative District": 21,
        "DOL Vehicle ID": 5797200,
        "Vehicle Location": "POINT (-122.24128499999995 47.91088000000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041905
    },
    {
        "_id": "64b8150c3f35c83376286f38",
        "VIN (1-10)": "JHMZC5F34L",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98208,
        "Model Year": 2020,
        "Make": "HONDA",
        "Model": "CLARITY",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 47,
        "Base MSRP": 0,
        "Legislative District": 44,
        "DOL Vehicle ID": 147062534,
        "Vehicle Location": "POINT (-122.22477569999995 47.91564090000003)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041607
    },
    {
        "_id": "64b8150c3f35c83376286f39",
        "VIN (1-10)": "5YJXCDE27H",
        "County": "Snohomish",
        "City": "Edmonds",
        "State": "WA",
        "Postal Code": 98020,
        "Model Year": 2017,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 200,
        "Base MSRP": 0,
        "Legislative District": 21,
        "DOL Vehicle ID": 162087971,
        "Vehicle Location": "POINT (-122.37507 47.80807000000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061050403
    },
    {
        "_id": "64b8150c3f35c83376286f3a",
        "VIN (1-10)": "2T3YL4DV5E",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98204,
        "Model Year": 2014,
        "Make": "TOYOTA",
        "Model": "RAV4",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 103,
        "Base MSRP": 0,
        "Legislative District": 21,
        "DOL Vehicle ID": 212053544,
        "Vehicle Location": "POINT (-122.24128499999995 47.91088000000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041808
    },
    {
        "_id": "64b8150c3f35c83376286f3b",
        "VIN (1-10)": "JN1AZ0CP5C",
        "County": "Walla Walla",
        "City": "Walla Walla",
        "State": "WA",
        "Postal Code": 99362,
        "Model Year": 2012,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 73,
        "Base MSRP": 0,
        "Legislative District": 16,
        "DOL Vehicle ID": 193763377,
        "Vehicle Location": "POINT (-118.34331999999995 46.06398500000006)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53071920702
    },
    {
        "_id": "64b8150c3f35c83376286f3c",
        "VIN (1-10)": "1N4BZ0CP3G",
        "County": "Chelan",
        "City": "Wenatchee",
        "State": "WA",
        "Postal Code": 98801,
        "Model Year": 2016,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 84,
        "Base MSRP": 0,
        "Legislative District": 12,
        "DOL Vehicle ID": 179546118,
        "Vehicle Location": "POINT (-120.32009 47.42255000000006)",
        "Electric Utility": "PUD NO 1 OF CHELAN COUNTY",
        "2020 Census Tract": 53007961303
    },
    {
        "_id": "64b8150c3f35c83376286f3d",
        "VIN (1-10)": "1N4BZ1CPXK",
        "County": "Chelan",
        "City": "Chelan",
        "State": "WA",
        "Postal Code": 98816,
        "Model Year": 2019,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 150,
        "Base MSRP": 0,
        "Legislative District": 12,
        "DOL Vehicle ID": 4753675,
        "Vehicle Location": "POINT (-120.015875 47.83989500000007)",
        "Electric Utility": "PUD NO 1 OF CHELAN COUNTY",
        "2020 Census Tract": 53007960303
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    {
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        "VIN (1-10)": "KNDCE3LG2L",
        "County": "Thurston",
        "City": "Lacey",
        "State": "WA",
        "Postal Code": 98503,
        "Model Year": 2020,
        "Make": "KIA",
        "Model": "NIRO",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 239,
        "Base MSRP": 0,
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        "Vehicle Location": "POINT (-122.8285 47.03646)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067011300
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    {
        "_id": "64b8150c3f35c83376286f3f",
        "VIN (1-10)": "1N4BZ0CP5H",
        "County": "Okanogan",
        "City": "Omak",
        "State": "WA",
        "Postal Code": 98841,
        "Model Year": 2017,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
        "Legislative District": 7,
        "DOL Vehicle ID": 124670304,
        "Vehicle Location": "POINT (-119.52996499999995 48.411470000000065)",
        "Electric Utility": "PUD NO 1 OF OKANOGAN COUNTY",
        "2020 Census Tract": 53047970601
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    {
        "_id": "64b8150c3f35c83376286f40",
        "VIN (1-10)": "1N4AZ0CP7D",
        "County": "Kitsap",
        "City": "Port Orchard",
        "State": "WA",
        "Postal Code": 98366,
        "Model Year": 2013,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 75,
        "Base MSRP": 0,
        "Legislative District": 26,
        "DOL Vehicle ID": 110528260,
        "Vehicle Location": "POINT (-122.63926499999997 47.53730000000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035092600
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    {
        "_id": "64b8150c3f35c83376286f41",
        "VIN (1-10)": "5YJSA1V48F",
        "County": "Island",
        "City": "Langley",
        "State": "WA",
        "Postal Code": 98260,
        "Model Year": 2015,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Base MSRP": 0,
        "Legislative District": 10,
        "DOL Vehicle ID": 229176797,
        "Vehicle Location": "POINT (-122.40801499999998 48.035570000000064)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53029972000
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    {
        "_id": "64b8150c3f35c83376286f42",
        "VIN (1-10)": "5YJ3E1EA3K",
        "County": "Kitsap",
        "City": "Silverdale",
        "State": "WA",
        "Postal Code": 98383,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Vehicle Location": "POINT (-122.66807599999999 47.66597800000005)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035091206
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    {
        "_id": "64b8150c3f35c83376286f43",
        "VIN (1-10)": "5YJ3E1EB4L",
        "County": "Thurston",
        "City": "Olympia",
        "State": "WA",
        "Postal Code": 98506,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "DOL Vehicle ID": 104235218,
        "Vehicle Location": "POINT (-122.88747809999995 47.051957300000026)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067010300
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    {
        "_id": "64b8150c3f35c83376286f44",
        "VIN (1-10)": "1N4AZ0CP2E",
        "County": "Snohomish",
        "City": "Snohomish",
        "State": "WA",
        "Postal Code": 98296,
        "Model Year": 2014,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Legislative District": 1,
        "DOL Vehicle ID": 218686835,
        "Vehicle Location": "POINT (-122.15133999999995 47.88511580000005)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052108
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    {
        "_id": "64b8150c3f35c83376286f45",
        "VIN (1-10)": "5YJXCAE20K",
        "County": "Snohomish",
        "City": "Woodway",
        "State": "WA",
        "Postal Code": 98020,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
        "Legislative District": 32,
        "DOL Vehicle ID": 478749918,
        "Vehicle Location": "POINT (-122.37507 47.80807000000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061050600
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    {
        "_id": "64b8150c3f35c83376286f46",
        "VIN (1-10)": "1N4AZ1CP3J",
        "County": "Snohomish",
        "City": "Snohomish",
        "State": "WA",
        "Postal Code": 98296,
        "Model Year": 2018,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Vehicle Location": "POINT (-122.15133999999995 47.88511580000005)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052008
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    {
        "_id": "64b8150c3f35c83376286f47",
        "VIN (1-10)": "5YJYGDEE5L",
        "County": "Grant",
        "City": "Moses Lake",
        "State": "WA",
        "Postal Code": 98837,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL Y",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Legislative District": 13,
        "DOL Vehicle ID": 110643508,
        "Vehicle Location": "POINT (-119.25998759999999 47.124015400000076)",
        "Electric Utility": "PUD NO 2 OF GRANT COUNTY",
        "2020 Census Tract": 53025011002
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    {
        "_id": "64b8150c3f35c83376286f48",
        "VIN (1-10)": "5YJSA1E27K",
        "County": "Yakima",
        "City": "Yakima",
        "State": "WA",
        "Postal Code": 98902,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Legislative District": 15,
        "DOL Vehicle ID": 474882180,
        "Vehicle Location": "POINT (-120.52401199999997 46.59739390000004)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53077000301
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    {
        "_id": "64b8150c3f35c83376286f49",
        "VIN (1-10)": "5YJ3E1EB0J",
        "County": "Snohomish",
        "City": "Mill Creek",
        "State": "WA",
        "Postal Code": 98012,
        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "DOL Vehicle ID": 170582135,
        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052005
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    {
        "_id": "64b8150c3f35c83376286f4a",
        "VIN (1-10)": "1N4BZ0CP5H",
        "County": "Kittitas",
        "City": "Kittitas",
        "State": "WA",
        "Postal Code": 98934,
        "Model Year": 2017,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "DOL Vehicle ID": 258342843,
        "Vehicle Location": "POINT (-120.41901499999994 46.98568000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53037975700
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    {
        "_id": "64b8150c3f35c83376286f4b",
        "VIN (1-10)": "1G1FY6S08L",
        "County": "Thurston",
        "City": "Olympia",
        "State": "WA",
        "Postal Code": 98502,
        "Model Year": 2020,
        "Make": "CHEVROLET",
        "Model": "BOLT EV",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Legislative District": 22,
        "DOL Vehicle ID": 166075199,
        "Vehicle Location": "POINT (-122.92145 47.04593500000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067012001
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    {
        "_id": "64b8150c3f35c83376286f4c",
        "VIN (1-10)": "1FADP5CU2E",
        "County": "Thurston",
        "City": "Olympia",
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        "Postal Code": 98512,
        "Model Year": 2014,
        "Make": "FORD",
        "Model": "C-MAX",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
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        "Vehicle Location": "POINT (-122.91310169999997 47.01359260000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067011000
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    {
        "_id": "64b8150c3f35c83376286f4d",
        "VIN (1-10)": "5YJSA1DN9D",
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        "City": "Brier",
        "State": "WA",
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        "Model Year": 2013,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Vehicle Location": "POINT (-122.31667499999998 47.81936500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051913
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    {
        "_id": "64b8150c3f35c83376286f4e",
        "VIN (1-10)": "1N4AZ1CP3J",
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        "City": "Bothell",
        "State": "WA",
        "Postal Code": 98021,
        "Model Year": 2018,
        "Make": "NISSAN",
        "Model": "LEAF",
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        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.17945799999995 47.80258900000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051926
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    {
        "_id": "64b8150c3f35c83376286f4f",
        "VIN (1-10)": "5YJ3E1EA4L",
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        "City": "Olympia",
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        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.89692 47.043535)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067011722
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    {
        "_id": "64b8150c3f35c83376286f50",
        "VIN (1-10)": "7FCTGAAA4N",
        "County": "Snohomish",
        "City": "Edmonds",
        "State": "WA",
        "Postal Code": 98026,
        "Model Year": 2022,
        "Make": "RIVIAN",
        "Model": "R1T",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Eligibility unknown as battery range has not been researched",
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        "Vehicle Location": "POINT (-122.33568499999996 47.803720000000055)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061050800
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    {
        "_id": "64b8150c3f35c83376286f51",
        "VIN (1-10)": "5YJ3E1EA2L",
        "County": "Kitsap",
        "City": "Bainbridge Island",
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        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.52357809999995 47.629332300000044)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035090901
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    {
        "_id": "64b8150c3f35c83376286f52",
        "VIN (1-10)": "KMHC05LH6K",
        "County": "Snohomish",
        "City": "Edmonds",
        "State": "WA",
        "Postal Code": 98026,
        "Model Year": 2019,
        "Make": "HYUNDAI",
        "Model": "IONIQ",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.33568499999996 47.803720000000055)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061042003
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    {
        "_id": "64b8150c3f35c83376286f53",
        "VIN (1-10)": "3C3CFFGE8H",
        "County": "Kitsap",
        "City": "Bremerton",
        "State": "WA",
        "Postal Code": 98310,
        "Model Year": 2017,
        "Make": "FIAT",
        "Model": 500,
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
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        "DOL Vehicle ID": 100805771,
        "Vehicle Location": "POINT (-122.61136499999998 47.575195000000065)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035080300
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    {
        "_id": "64b8150c3f35c83376286f54",
        "VIN (1-10)": "WBY7Z2C57J",
        "County": "King",
        "City": "Burien",
        "State": "WA",
        "Postal Code": 98166,
        "Model Year": 2018,
        "Make": "BMW",
        "Model": "I3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Legislative District": 34,
        "DOL Vehicle ID": 289807101,
        "Vehicle Location": "POINT (-122.34101999999996 47.46593000000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA)",
        "2020 Census Tract": 53033027901
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    {
        "_id": "64b8150c3f35c83376286f55",
        "VIN (1-10)": "1G1RD6E45E",
        "County": "Yakima",
        "City": "Yakima",
        "State": "WA",
        "Postal Code": 98908,
        "Model Year": 2014,
        "Make": "CHEVROLET",
        "Model": "VOLT",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Legislative District": 14,
        "DOL Vehicle ID": 142474272,
        "Vehicle Location": "POINT (-120.60272019999996 46.59656250000006)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53077000903
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    {
        "_id": "64b8150c3f35c83376286f56",
        "VIN (1-10)": "1FT6W1EV8P",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
        "Postal Code": 98201,
        "Model Year": 2023,
        "Make": "FORD",
        "Model": "F-150",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Eligibility unknown as battery range has not been researched",
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        "Legislative District": 38,
        "DOL Vehicle ID": 227255038,
        "Vehicle Location": "POINT (-122.20721999999995 47.97993500000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061040400
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    {
        "_id": "64b8150c3f35c83376286f57",
        "VIN (1-10)": "5YJ3E1EA3J",
        "County": "Snohomish",
        "City": "Everett",
        "State": "WA",
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        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "DOL Vehicle ID": 346738318,
        "Vehicle Location": "POINT (-122.22477569999995 47.91564090000003)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041609
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    {
        "_id": "64b8150c3f35c83376286f58",
        "VIN (1-10)": "5YJ3E1EB1J",
        "County": "Kitsap",
        "City": "Bremerton",
        "State": "WA",
        "Postal Code": 98312,
        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "DOL Vehicle ID": 475527244,
        "Vehicle Location": "POINT (-122.65222999999997 47.571920000000034)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035081000
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    {
        "_id": "64b8150c3f35c83376286f59",
        "VIN (1-10)": "WBY1Z6C37H",
        "County": "King",
        "City": "Seattle",
        "State": "WA",
        "Postal Code": 98122,
        "Model Year": 2017,
        "Make": "BMW",
        "Model": "I3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
        "Legislative District": 37,
        "DOL Vehicle ID": 204770275,
        "Vehicle Location": "POINT (-122.30838999999997 47.61036500000006)",
        "Electric Utility": "CITY OF SEATTLE - (WA)|CITY OF TACOMA - (WA)",
        "2020 Census Tract": 53033008500
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    {
        "_id": "64b8150c3f35c83376286f5a",
        "VIN (1-10)": "5YJXCDE27L",
        "County": "King",
        "City": "Duvall",
        "State": "WA",
        "Postal Code": 98019,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 289,
        "Base MSRP": 0,
        "Legislative District": 5,
        "DOL Vehicle ID": 2246226,
        "Vehicle Location": "POINT (-121.98107469999997 47.73779620000005)",
        "Electric Utility": "PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA)",
        "2020 Census Tract": 53033032402
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    {
        "_id": "64b8150c3f35c83376286f5b",
        "VIN (1-10)": "5YJXCBE23K",
        "County": "Kittitas",
        "City": "Ronald",
        "State": "WA",
        "Postal Code": 98940,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 289,
        "Base MSRP": 0,
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    {
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        "VIN (1-10)": "5YJ3E1EAXK",
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        "Make": "TESLA",
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    {
        "_id": "64b8150c3f35c83376286f5d",
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        "County": "Walla Walla",
        "City": "College Place",
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        "Model Year": 2017,
        "Make": "TESLA",
        "Model": "MODEL S",
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        "Vehicle Location": "POINT (-118.38408999999996 46.04389500000008)",
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    {
        "_id": "64b8150c3f35c83376286f5e",
        "VIN (1-10)": "5YJYGDEE6L",
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        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL Y",
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        "Vehicle Location": "POINT (-120.32009 47.42255000000006)",
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        "2020 Census Tract": 53007960700
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    {
        "_id": "64b8150c3f35c83376286f5f",
        "VIN (1-10)": "1N4AZ1CP7K",
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        "State": "WA",
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        "Model Year": 2019,
        "Make": "NISSAN",
        "Model": "LEAF",
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        "Vehicle Location": "POINT (-122.33078999999998 48.47476500000005)",
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    {
        "_id": "64b8150c3f35c83376286f60",
        "VIN (1-10)": "1N4BZ0CP7H",
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        "Make": "NISSAN",
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        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
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    {
        "_id": "64b8150c3f35c83376286f61",
        "VIN (1-10)": "5YJXCDE25G",
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        "City": "Orondo",
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        "Model Year": 2016,
        "Make": "TESLA",
        "Model": "MODEL X",
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        "Vehicle Location": "POINT (-120.19486999999998 47.70421500000003)",
        "Electric Utility": "PUD NO 1 OF DOUGLAS COUNTY",
        "2020 Census Tract": 53017950101
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    {
        "_id": "64b8150c3f35c83376286f62",
        "VIN (1-10)": "5YJ3E1EB3J",
        "County": "Snohomish",
        "City": "Snohomish",
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        "Model Year": 2018,
        "Make": "TESLA",
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        "Vehicle Location": "POINT (-122.15133999999995 47.88511580000005)",
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    {
        "_id": "64b8150c3f35c83376286f63",
        "VIN (1-10)": "5YJXCBE24H",
        "County": "Island",
        "City": "Freeland",
        "State": "WA",
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        "Model Year": 2017,
        "Make": "TESLA",
        "Model": "MODEL X",
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        "Vehicle Location": "POINT (-122.54474499999998 48.03024000000005)",
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    {
        "_id": "64b8150c3f35c83376286f64",
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        "Make": "CHEVROLET",
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        "Vehicle Location": "POINT (-122.15133999999995 47.88511580000005)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
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    {
        "_id": "64b8150c3f35c83376286f65",
        "VIN (1-10)": "5UXKT0C52H",
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        "State": "WA",
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        "Model Year": 2017,
        "Make": "BMW",
        "Model": "X5",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
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        "Vehicle Location": "POINT (-122.50155999999998 47.801900000000046)",
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        "2020 Census Tract": 53035090102
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    {
        "_id": "64b8150c3f35c83376286f66",
        "VIN (1-10)": "5YJ3E1EB9K",
        "County": "Thurston",
        "City": "Olympia",
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        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL 3",
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        "Vehicle Location": "POINT (-122.92145 47.04593500000004)",
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    {
        "_id": "64b8150c3f35c83376286f67",
        "VIN (1-10)": "5YJSA1H1XE",
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        "City": "Leavenworth",
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        "Model Year": 2014,
        "Make": "TESLA",
        "Model": "MODEL S",
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        "Vehicle Location": "POINT (-120.66191529999998 47.59700830000003)",
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    {
        "_id": "64b8150c3f35c83376286f68",
        "VIN (1-10)": "1G1FZ6S04K",
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        "Model Year": 2019,
        "Make": "CHEVROLET",
        "Model": "BOLT EV",
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        "Vehicle Location": "POINT (-122.40801499999998 48.035570000000064)",
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        "2020 Census Tract": 53029972000
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    {
        "_id": "64b8150c3f35c83376286f69",
        "VIN (1-10)": "1FADP3R43G",
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        "City": "Stanwood",
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        "Make": "FORD",
        "Model": "FOCUS",
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        "Vehicle Location": "POINT (-122.36840509999996 48.24149210000007)",
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    {
        "_id": "64b8150c3f35c83376286f6a",
        "VIN (1-10)": "5YJ3E1EA6L",
        "County": "King",
        "City": "Kent",
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        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "Vehicle Location": "POINT (-122.19975499999998 47.37483000000003)",
        "Electric Utility": "PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA)",
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    {
        "_id": "64b8150c3f35c83376286f6b",
        "VIN (1-10)": "1N4AZ0CP4F",
        "County": "Kitsap",
        "City": "Bremerton",
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        "Model Year": 2015,
        "Make": "NISSAN",
        "Model": "LEAF",
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        "Vehicle Location": "POINT (-122.61136499999998 47.575195000000065)",
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    {
        "_id": "64b8150c3f35c83376286f6c",
        "VIN (1-10)": "1C4JJXP61M",
        "County": "Thurston",
        "City": "Tenino",
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        "Model Year": 2021,
        "Make": "JEEP",
        "Model": "WRANGLER",
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        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
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        "Vehicle Location": "POINT (-122.85342099999997 46.855331800000044)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
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    {
        "_id": "64b8150c3f35c83376286f6d",
        "VIN (1-10)": "3FA6P0SU6F",
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        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
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    {
        "_id": "64b8150c3f35c83376286f6e",
        "VIN (1-10)": "KNDJP3AE8G",
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        "Make": "KIA",
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        "Vehicle Location": "POINT (-122.31667499999998 47.81936500000006)",
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        "2020 Census Tract": 53061051702
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    {
        "_id": "64b8150c3f35c83376286f6f",
        "VIN (1-10)": "WVWKP7AU4G",
        "County": "Snohomish",
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        "Model Year": 2016,
        "Make": "VOLKSWAGEN",
        "Model": "E-GOLF",
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        "Vehicle Location": "POINT (-122.17945799999995 47.80258900000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051926
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    {
        "_id": "64b8150c3f35c83376286f70",
        "VIN (1-10)": "5YJ3E1EB0J",
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        "City": "Wenatchee",
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        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL 3",
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        "Vehicle Location": "POINT (-120.32009 47.42255000000006)",
        "Electric Utility": "PUD NO 1 OF CHELAN COUNTY",
        "2020 Census Tract": 53007961304
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    {
        "_id": "64b8150c3f35c83376286f71",
        "VIN (1-10)": "5YJSA1E2XH",
        "County": "Spokane",
        "City": "Spokane",
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        "Model Year": 2017,
        "Make": "TESLA",
        "Model": "MODEL S",
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        "Vehicle Location": "POINT (-117.43189499999994 47.66715500000004)",
        "Electric Utility": "MODERN ELECTRIC WATER COMPANY",
        "2020 Census Tract": 53063002300
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    {
        "_id": "64b8150c3f35c83376286f72",
        "VIN (1-10)": "1G1FX6S04H",
        "County": "Snohomish",
        "City": "Edmonds",
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        "Model Year": 2017,
        "Make": "CHEVROLET",
        "Model": "BOLT EV",
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        "Vehicle Location": "POINT (-122.37507 47.80807000000004)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061050800
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    {
        "_id": "64b8150c3f35c83376286f73",
        "VIN (1-10)": "5YJ3E1EB4J",
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        "City": "Suquamish",
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        "Make": "TESLA",
        "Model": "MODEL 3",
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        "Vehicle Location": "POINT (-122.55716999999999 47.733415000000036)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035940100
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    {
        "_id": "64b8150c3f35c83376286f74",
        "VIN (1-10)": "1FADP5CU7D",
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        "Model Year": 2013,
        "Make": "FORD",
        "Model": "C-MAX",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
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        "Vehicle Location": "POINT (-122.61530499999998 48.50127500000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53057940302
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    {
        "_id": "64b8150c3f35c83376286f75",
        "VIN (1-10)": "1G1RA6E41D",
        "County": "Snohomish",
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        "Model Year": 2013,
        "Make": "CHEVROLET",
        "Model": "VOLT",
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        "DOL Vehicle ID": 211965127,
        "Vehicle Location": "POINT (-121.97221499999995 47.85674000000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052204
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    {
        "_id": "64b8150c3f35c83376286f76",
        "VIN (1-10)": "5YJSA1CG9D",
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        "City": "Lynnwood",
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        "Model Year": 2013,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
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        "DOL Vehicle ID": 115380450,
        "Vehicle Location": "POINT (-122.2559465 47.86567880000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061041703
    },
    {
        "_id": "64b8150c3f35c83376286f77",
        "VIN (1-10)": "WBY1Z4C57F",
        "County": "Snohomish",
        "City": "Bothell",
        "State": "WA",
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        "Model Year": 2015,
        "Make": "BMW",
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        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052010
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    {
        "_id": "64b8150c3f35c83376286f78",
        "VIN (1-10)": "1N4AZ0CP7F",
        "County": "Kitsap",
        "City": "Poulsbo",
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        "Postal Code": 98370,
        "Model Year": 2015,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.64176999999995 47.73752500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035090501
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    {
        "_id": "64b8150c3f35c83376286f79",
        "VIN (1-10)": "1FADP3R4XD",
        "County": "Snohomish",
        "City": "Edmonds",
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        "Make": "FORD",
        "Model": "FOCUS",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Vehicle Location": "POINT (-122.33568499999996 47.803720000000055)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
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    },
    {
        "_id": "64b8150c3f35c83376286f7a",
        "VIN (1-10)": "1N4BZ0CP7G",
        "County": "Thurston",
        "City": "Olympia",
        "State": "WA",
        "Postal Code": 98513,
        "Model Year": 2016,
        "Make": "NISSAN",
        "Model": "LEAF",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 84,
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        "DOL Vehicle ID": 122774900,
        "Vehicle Location": "POINT (-122.81709 46.988575)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067012420
    },
    {
        "_id": "64b8150c3f35c83376286f7b",
        "VIN (1-10)": "5YJ3E1EB2L",
        "County": "Snohomish",
        "City": "Bothell",
        "State": "WA",
        "Postal Code": 98012,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 322,
        "Base MSRP": 0,
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        "DOL Vehicle ID": 101894761,
        "Vehicle Location": "POINT (-122.1873 47.82024500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061052010
    },
    {
        "_id": "64b8150c3f35c83376286f7c",
        "VIN (1-10)": "5YJ3E1EC3L",
        "County": "Kitsap",
        "City": "Seabeck",
        "State": "WA",
        "Postal Code": 98380,
        "Model Year": 2020,
        "Make": "TESLA",
        "Model": "MODEL 3",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 308,
        "Base MSRP": 0,
        "Legislative District": 35,
        "DOL Vehicle ID": 3016996,
        "Vehicle Location": "POINT (-122.84746199999995 47.638360000000034)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035091301
    },
    {
        "_id": "64b8150c3f35c83376286f7d",
        "VIN (1-10)": "KNDCT3L15P",
        "County": "Kitsap",
        "City": "Bremerton",
        "State": "WA",
        "Postal Code": 98312,
        "Model Year": 2023,
        "Make": "KIA",
        "Model": "NIRO",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Eligibility unknown as battery range has not been researched",
        "Electric Range": 0,
        "Base MSRP": 0,
        "Legislative District": 35,
        "DOL Vehicle ID": 220754341,
        "Vehicle Location": "POINT (-122.65222999999997 47.571920000000034)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035091400
    },
    {
        "_id": "64b8150c3f35c83376286f7e",
        "VIN (1-10)": "1G1RC6S57H",
        "County": "Kitsap",
        "City": "Port Orchard",
        "State": "WA",
        "Postal Code": 98367,
        "Model Year": 2017,
        "Make": "CHEVROLET",
        "Model": "VOLT",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 53,
        "Base MSRP": 0,
        "Legislative District": 35,
        "DOL Vehicle ID": 132986605,
        "Vehicle Location": "POINT (-122.68516419999997 47.50645300000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035092901
    },
    {
        "_id": "64b8150c3f35c83376286f7f",
        "VIN (1-10)": "5YJXCDE28K",
        "County": "Kitsap",
        "City": "Port Orchard",
        "State": "WA",
        "Postal Code": 98367,
        "Model Year": 2019,
        "Make": "TESLA",
        "Model": "MODEL X",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 289,
        "Base MSRP": 0,
        "Legislative District": 26,
        "DOL Vehicle ID": 5001370,
        "Vehicle Location": "POINT (-122.68516419999997 47.50645300000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53035092102
    },
    {
        "_id": "64b8150c3f35c83376286f80",
        "VIN (1-10)": "1N4AZ0CP8G",
        "County": "King",
        "City": "Bellevue",
        "State": "WA",
        "Postal Code": 98006,
        "Model Year": 2016,
        "Make": "NISSAN",
        "Model": "LEAF",
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        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
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        "DOL Vehicle ID": 35325,
        "Vehicle Location": "POINT (-122.16936999999996 47.571015000000045)",
        "Electric Utility": "PUGET SOUND ENERGY INC||CITY OF TACOMA - (WA)",
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    {
        "_id": "64b8150c3f35c83376286f81",
        "VIN (1-10)": "5UXKT0C53J",
        "County": "Yakima",
        "City": "Zillah",
        "State": "WA",
        "Postal Code": 98953,
        "Model Year": 2018,
        "Make": "BMW",
        "Model": "X5",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Not eligible due to low battery range",
        "Electric Range": 13,
        "Base MSRP": 0,
        "Legislative District": 15,
        "DOL Vehicle ID": 153996167,
        "Vehicle Location": "POINT (-120.26033999999999 46.40493500000008)",
        "Electric Utility": "PACIFICORP",
        "2020 Census Tract": 53077002201
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    {
        "_id": "64b8150c3f35c83376286f82",
        "VIN (1-10)": "5YJSA1H23F",
        "County": "Snohomish",
        "City": "Lynnwood",
        "State": "WA",
        "Postal Code": 98036,
        "Model Year": 2015,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
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        "Base MSRP": 0,
        "Legislative District": 1,
        "DOL Vehicle ID": 7821215,
        "Vehicle Location": "POINT (-122.31667499999998 47.81936500000006)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53061051929
    },
    {
        "_id": "64b8150c3f35c83376286f83",
        "VIN (1-10)": "5YJSA1E21J",
        "County": "Skagit",
        "City": "Anacortes",
        "State": "WA",
        "Postal Code": 98221,
        "Model Year": 2018,
        "Make": "TESLA",
        "Model": "MODEL S",
        "Electric Vehicle Type": "Battery Electric Vehicle (BEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 249,
        "Base MSRP": 0,
        "Legislative District": 40,
        "DOL Vehicle ID": 285304512,
        "Vehicle Location": "POINT (-122.61530499999998 48.50127500000008)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53057940600
    },
    {
        "_id": "64b8150c3f35c83376286f84",
        "VIN (1-10)": "1G6RL1E40G",
        "County": "Thurston",
        "City": "Rochester",
        "State": "WA",
        "Postal Code": 98579,
        "Model Year": 2016,
        "Make": "CADILLAC",
        "Model": "ELR",
        "Electric Vehicle Type": "Plug-in Hybrid Electric Vehicle (PHEV)",
        "Clean Alternative Fuel Vehicle (CAFV) Eligibility": "Clean Alternative Fuel Vehicle Eligible",
        "Electric Range": 40,
        "Base MSRP": 0,
        "Legislative District": 35,
        "DOL Vehicle ID": 161629142,
        "Vehicle Location": "POINT (-123.09574999999995 46.82114000000007)",
        "Electric Utility": "PUGET SOUND ENERGY INC",
        "2020 Census Tract": 53067012610
    }
]
JSON data saved to output.json

Looking at Stock Prices of Tesla VS. Other Automotive Companies:

library(quantmod)
library(plotly)

options("getSymbols.warning4.0"=FALSE)
options("getSymbols.yahoo.warning"=FALSE)

tickers = c("STLA","GM", "TM","NSANY", "MBGYY", "BMWYY","POAHY", "TSLA" )

getSymbols(tickers,auto.assign = TRUE, src="yahoo")

for (i in tickers){
  getSymbols(i,
             from = "2018-01-01",
             to = Sys.Date())}

x <- list(
  title = "date"
)
y <- list(
  title = "value"
)

stock <- data.frame(STLA$STLA.Adjusted,
                    GM$GM.Adjusted,
                    TM$TM.Adjusted,
                    NSANY$NSANY.Adjusted,
                    MBGYY$MBGYY.Adjusted,
                    BMWYY$BMWYY.Adjusted,
                    POAHY$POAHY.Adjusted,
                    TSLA$TSLA.Adjusted)


stock <- data.frame(stock,rownames(stock))

colnames(stock) <- append(tickers,'Dates')
head(stock)

stock$Dates<-as.Date(stock$Dates,"%Y-%m-%d")
str(stock)

g <- ggplot(stock, aes(x=Dates)) +
  geom_line(aes(y=STLA, colour="STLA"))+ 
  geom_line(aes(y=GM, colour="GM"))+
  geom_line(aes(y=TM, colour="TM"))+ 
  geom_line(aes(y=NSANY, colour="NSANY"))+ 
  geom_line(aes(y=MBGYY, colour="MBGYY"))+
  geom_line(aes(y=BMWYY, colour="BMWYY"))+ 
  geom_line(aes(y=POAHY, colour="POAHY"))+ 
  geom_line(aes(y=TSLA, colour="TSLA"))+ 
  labs(
    title = "Stock Prices for Automotive Companies",
    subtitle = "From 2018-2023",
    x = "Date",
    y = "Adjusted Closing Prices")+
    guides(colour=guide_legend(title="Automotive Companies")) 

ggplotly(g) %>%
  layout(hovermode = "x")

# Save the dataframe to a CSV file
write.csv(stock, file = "stock.csv", row.names = FALSE)

Attaching package: 'plotly'


The following object is masked from 'package:ggplot2':

    last_plot


The following object is masked from 'package:stats':

    filter


The following object is masked from 'package:graphics':

    layout

1. 'STLA'
2. 'GM'
3. 'TM'
4. 'NSANY'
5. 'MBGYY'
6. 'BMWYY'
7. 'POAHY'
8. 'TSLA'

A data.frame: 6 × 9

	STLA	GM	TM	NSANY	MBGYY	BMWYY	POAHY	TSLA	Dates
	<dbl>	<dbl>	<dbl>	<dbl>	<dbl>	<dbl>	<dbl>	<dbl>	<chr>
2018-01-02	11.47271	37.60646	128.37	20.04	15.42706	25.13300	6.742718	21.36867	2018-01-02
2018-01-03	11.94581	38.52413	130.13	20.25	15.54485	25.27038	6.887550	21.15000	2018-01-03
2018-01-04	12.85466	39.71170	132.16	20.23	15.75144	25.44390	7.072613	20.97467	2018-01-04
2018-01-05	13.55187	39.59474	133.86	20.39	15.93447	25.74035	7.145028	21.10533	2018-01-05
2018-01-08	13.43359	39.78367	134.77	20.44	16.00333	25.91389	7.161120	22.42733	2018-01-08
2018-01-09	13.67637	39.63073	133.72	20.54	16.04139	25.99342	7.225490	22.24600	2018-01-09

'data.frame':   1478 obs. of  9 variables:
 $ STLA : num  11.5 11.9 12.9 13.6 13.4 ...
 $ GM   : num  37.6 38.5 39.7 39.6 39.8 ...
 $ TM   : num  128 130 132 134 135 ...
 $ NSANY: num  20 20.2 20.2 20.4 20.4 ...
 $ MBGYY: num  15.4 15.5 15.8 15.9 16 ...
 $ BMWYY: num  25.1 25.3 25.4 25.7 25.9 ...
 $ POAHY: num  6.74 6.89 7.07 7.15 7.16 ...
 $ TSLA : num  21.4 21.1 21 21.1 22.4 ...
 $ Dates: Date, format: "2018-01-02" "2018-01-03" ...

Alt text

Data from Bloomberg:

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